{"id":"W156092646","doi":"10.1007/978-3-642-21747-0_73","title":"Study on Highway Network Operational Monitor Analysis Index Extraction","year":2011,"lang":"en","type":"book-chapter","venue":"Lecture notes in electrical engineering","topic":"Evaluation Methods in Various Fields","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Extraction (chemistry); Index (typography); Computer science; Chromatography; Chemistry; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279519,0.0004571804,0.0003736944,0.002219192,0.0004766556,0.001210013,0.0004788942,0.0003143957,0.00204365],"category_scores_gemma":[0.003825601,0.0001828135,0.0007078652,0.002663577,0.000164795,0.001820127,0.0002757241,0.0003612069,0.0005804847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698063,"about_ca_system_score_gemma":0.0006427014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488263,"about_ca_topic_score_gemma":0.003431236,"domain_scores_codex":[0.9991797,0.0001461651,0.00008945396,0.0001469382,0.0003709907,0.00006673079],"domain_scores_gemma":[0.9981572,0.0009013294,0.0000951945,0.0001650587,0.0006557367,0.0000254419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004781254,0.0003564894,0.0695367,0.0009311163,0.0001510197,0.0005289705,0.0004766263,0.01695036,0.04300554,0.009520751,0.01530769,0.8427566],"study_design_scores_gemma":[0.00006451245,0.0004806251,0.1734873,0.0002230455,0.0009620796,0.001261515,0.001649631,0.6035157,0.1483921,0.0104918,0.05936234,0.0001093585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6871544,0.006938963,0.2685607,0.0009975797,0.000321357,0.0003914324,0.003690126,0.001391795,0.03055371],"genre_scores_gemma":[0.9003502,0.00287793,0.08152818,0.0001197871,0.0001867772,0.00009935523,0.00508749,0.0001383197,0.009611975],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004488263,"threshold_uncertainty_score":0.008924246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389343233409115,"score_gpt":0.2857924243757587,"score_spread":0.2618989920416676,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}